{"id":15312,"date":"2026-11-02T23:54:05","date_gmt":"2026-11-02T22:54:05","guid":{"rendered":"https:\/\/say-digital.io\/blog\/?p=15312"},"modified":"2026-11-03T00:42:46","modified_gmt":"2026-11-02T23:42:46","slug":"ai-outdated-information-source-freshness","status":"publish","type":"post","link":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en","title":{"rendered":"Why your AI gives a convincing answer from outdated information"},"content":{"rendered":"<style data-say-mobile-preview=\"v2\">@media(max-width:600px){body.single-post #say-ia-video-play{aspect-ratio:auto!important;padding-bottom:8px!important}body.single-post #say-ia-video-play img{height:auto!important;aspect-ratio:16\/9;object-fit:contain!important}body.single-post #say-ia-video-play .say-play-label{position:static!important;transform:none!important;width:max-content;max-width:95%;margin:10px auto 0!important;padding:10px 16px!important;box-sizing:border-box}}<\/style>\n<style>body.postid-15312 h3.entry-title.mkdf-post-title{display:none!important}body.postid-15312 article .mkdf-post-text-main p,body.postid-15312 article .mkdf-post-text-main li{color:#374151!important}body.postid-15312 article .mkdf-post-text-main a{color:#174ea6!important;text-decoration:underline!important}@media(max-width:768px){body.postid-15312 #menu-icon{position:absolute!important}body.postid-15312 #mkdf-back-to-top{display:none!important}}<\/style>\n<h1>Why your AI gives a convincing answer from outdated information<\/h1>\n<p>Your assistant cites the procedure, explains the steps and supplies the right link. Yet the team now follows a different rule. The answer looks reliable because it accurately describes a source. The source is simply no longer authoritative.<\/p>\n<p>Connecting AI to your documents does not keep its answers current by itself. You need to distinguish the document date, when its rule applies and the last successful synchronisation. If one of those signals is missing, the service should seek confirmation rather than present an old record as today\u2019s state.<\/p>\n<p><!-- SAY_PROACTIVE_VIDEO_START --><\/p>\n<p class=\"say-video-caption\"><strong>No time to read? Get the essentials in video. \u2014 Audio in French; on-screen text in French.<\/strong><\/p>\n<style>\nbody.postid-15312 #say-ia-video-preview{margin:32px 0;width:100%;}\nbody.postid-15312 #say-ia-video-play{position:relative;display:block;width:100%;aspect-ratio:16\/9;padding:0;border:0;border-radius:12px;overflow:hidden;background:#f4eeff;cursor:pointer;color:#fff;}\nbody.postid-15312 #say-ia-video-play img{display:block;width:100%;height:100%;object-fit:contain;margin:0;}\nbody.postid-15312 #say-ia-video-play .say-play-label{position:absolute;left:50%;bottom:8%;transform:translateX(-50%);display:flex;align-items:center;justify-content:center;gap:12px;padding:14px 24px;border:2px solid #fff;border-radius:99px;background:#7138ba;color:#fff;font:700 clamp(15px,2vw,20px)\/1.2 sans-serif;white-space:nowrap;box-shadow:0 4px 24px #0008;}\nbody.postid-15312 #say-ia-video-play:focus-visible{outline:4px solid #7138ba;outline-offset:5px;}\nbody.postid-15312 #say-ia-video-dialog{position:fixed;inset:0;box-sizing:border-box;width:100%;height:100%;height:100dvh;max-width:none;max-height:none;margin:0;padding:12px;border:0;background:transparent;color:white;overflow:auto;}\nbody.postid-15312 #say-ia-video-dialog[open]{display:flex;align-items:center;justify-content:center;}\nbody.postid-15312 #say-ia-video-dialog::backdrop{background:rgba(5,10,22,.92);}\nbody.postid-15312 #say-ia-video-dialog .say-video-panel{position:relative;display:flex;flex-direction:column;align-items:center;max-width:100%;max-height:100%;background:#080c16;border-radius:10px;padding:8px;box-sizing:border-box;}\nbody.postid-15312 #say-ia-video-close{align-self:flex-end;flex-shrink:0;min-width:44px;min-height:44px;border:1px solid #ffffff80;border-radius:6px;background:#17243b;color:white;padding:8px 14px;margin:0 0 8px;cursor:pointer;font:600 16px\/1.2 sans-serif;}\nbody.postid-15312 #say-ia-video-player{display:block;width:auto;height:auto;max-width:100%;max-height:calc(100vh - 100px);max-height:calc(100dvh - 100px);aspect-ratio:16\/9;object-fit:contain;background:#000;}\n<\/style>\n<figure id=\"say-ia-video-preview\"><button id=\"say-ia-video-play\" type=\"button\" aria-label=\"Play video : why your ai gives a convincing answer from outdated information\" aria-haspopup=\"dialog\" aria-controls=\"say-ia-video-dialog\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-poster-en.png\" alt=\"\" width=\"1280\" height=\"720\" loading=\"eager\"><span class=\"say-play-label\"><span aria-hidden=\"true\">\u25b6<\/span> Play video<\/span><\/button><\/figure>\n<p><dialog id=\"say-ia-video-dialog\" aria-label=\"Video: why your ai gives a convincing answer from outdated information\"><\/p>\n<div class=\"say-video-panel\"><button id=\"say-ia-video-close\" type=\"button\" autofocus aria-label=\"Close video\">Close \u2715<\/button><video id=\"say-ia-video-player\" controls playsinline preload=\"metadata\" width=\"1280\" height=\"720\" aria-label=\"Why your AI gives a convincing answer from outdated information\"><source src=\"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-video.mp4\" type=\"video\/mp4\">Your browser does not support video. <a href=\"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-video.mp4\">Watch video<\/a>.<\/video><\/div>\n<p><\/dialog><br \/>\n<script>\n(function(){var trigger=document.getElementById('say-ia-video-play');var dialog=document.getElementById('say-ia-video-dialog');var player=document.getElementById('say-ia-video-player');var close=document.getElementById('say-ia-video-close');if(!trigger)return;var previousOverflow='';trigger.addEventListener('click',function(){if(typeof dialog.showModal!=='function'){window.location.href=player.querySelector('source').src;return;}previousOverflow=document.body.style.overflow;dialog.showModal();document.body.style.overflow='hidden';close.focus();var playback=player.play();if(playback)playback.catch(function(){});});close.addEventListener('click',function(){dialog.close();});dialog.addEventListener('click',function(event){if(event.target===dialog)dialog.close();});dialog.addEventListener('close',function(){player.pause();player.currentTime=0;document.body.style.overflow=previousOverflow;trigger.focus({preventScroll:true});});})();\n<\/script><br \/>\n<!-- SAY_PROACTIVE_VIDEO_END --><\/p>\n<h2>Three clocks with different meanings<\/h2>\n<p>A file edited on Monday may contain prices that take effect next month. A copy fetched this morning may reproduce a procedure retired last year. Collection time tells you when the system read the data, not when its content became valid.<\/p>\n<p>For an illustrative stock-availability query, you need the last successful stock reading. For a contractual condition, you need the version applicable to that contract. A single freshness threshold for everything would miss this distinction.<\/p>\n<h2>RAG retrieves; it does not own the business rule<\/h2>\n<p>Retrieval-augmented generation, or RAG, selects external passages to help a model answer. That makes it possible to use business references without retraining the model after every edit. But retrieving two conflicting procedures does not authorise the model to settle company policy.<\/p>\n<p>Each document family needs an approved reference, an owner and a way to handle previous versions. An archive may be essential to explain an old commitment, but it should not appear as current guidance. Metadata and retrieval rules need to preserve that distinction rather than simply favour the latest file.<\/p>\n<figure class=\"say-context-figure\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-infographic-en.png\" width=\"842\" height=\"1000\" alt=\"Which date matters? \u2014 Record date \u2014 Rule effective date \u2014 Last successful read\" loading=\"lazy\"><figcaption>Which date matters? \u2014 method diagram, not a measured outcome.<\/figcaption><\/figure>\n<h2>A failed sync should not disappear<\/h2>\n<p>A connector can fail while leaving its previous copy available. If the interface still says \u2018available\u2019, the user cannot tell whether that means now or at the last snapshot. Preserve the last success time, the observed failure and the fallback rule for that data.<\/p>\n<p>For a low-stakes answer, showing the date and offering a check may be sufficient. Before promising delivery or committing money, the service may need to query the authoritative source or stop preparation. The required freshness follows the consequence of being wrong, not the desired smoothness of the conversation.<\/p>\n<h2>Test the answer when its source changes<\/h2>\n<p>Write a question with a known answer, then replace its reference with a new version. Check that retrieval selects the appropriate rule at its effective date. Add a similar old copy and a failed sync: the assistant should surface the conflict or missing information, not guess.<\/p>\n<p>The business owner then agrees the acceptable behaviour for each data type. This test does not prove every future answer. It shows whether the service has an observable update mechanism, which you can retest after a source or connector changes.<\/p>\n<p>SAY Digital can map the sources for a first use case and test updates, conflicts and unavailability. The objective is not an AI that always sounds certain, but a service that knows when its sources support an answer.<\/p>\n<p><a href=\"https:\/\/say-digital.io\/en\/\">SAY Go Big Online \u2014 discuss your first use case<\/a><\/p>\n<h2>Continue exploring this case<\/h2>\n<ul>\n<li><a href=\"https:\/\/say-digital.io\/blog\/chatbot-keep-business-context-three-pillars\/?lang=en\">Stop renting your chatbot\u2019s memory: keep your business context<\/a><\/li>\n<li><a href=\"https:\/\/say-digital.io\/blog\/business-automation-safe-retries-no-duplicates\/?lang=en\">Business automation: recover from an error without creating duplicates<\/a><\/li>\n<\/ul>\n<h2>References and limitations<\/h2>\n<ul>\n<li><a href=\"https:\/\/learn.microsoft.com\/en-us\/azure\/search\/retrieval-augmented-generation-overview\">Microsoft \u2014 Retrieval-augmented generation<\/a><\/li>\n<\/ul>\n<p>These references explain mechanisms and risks. The situations are illustrative; no quantified client benefit is claimed.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Connecting AI to your documents does not keep its answers current by itself. You need to distinguish the document date, when its rule applies and the last successful synchronisation. If one of those signals is missing, the service should seek confirmation rather than present an old record as today\u2019s state.<\/p>\n","protected":false},"author":2,"featured_media":15386,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[176],"tags":[],"class_list":["post-15312","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ia-at-work-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Why your AI gives a convincing answer from outdated information | IA at Work<\/title>\n<meta name=\"description\" content=\"Connecting AI to your documents does not keep its answers current by itself. You need to distinguish the document date, when its rule applies and the last.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Why your AI gives a convincing answer from outdated information | IA at Work\" \/>\n<meta property=\"og:description\" content=\"Connecting AI to your documents does not keep its answers current by itself. You need to distinguish the document date, when its rule applies and the last.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en\" \/>\n<meta property=\"og:site_name\" content=\"Say Digital I\/O\" \/>\n<meta property=\"article:published_time\" content=\"2026-11-02T22:54:05+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-11-02T23:42:46+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-cover-en-violet-rotation-v2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"842\" \/>\n\t<meta property=\"og:image:height\" content=\"595\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Lia Amplify\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-cover-en-violet-rotation-v2.png\" \/>\n<meta name=\"twitter:label1\" content=\"\u00c9crit par\" \/>\n\t<meta name=\"twitter:data1\" content=\"Lia Amplify\" \/>\n\t<meta name=\"twitter:label2\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en\"},\"author\":{\"name\":\"Lia Amplify\",\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/#\\\/schema\\\/person\\\/8ee0600139c147afbd1fa3ced079c557\"},\"headline\":\"Why your AI gives a convincing answer from outdated information\",\"datePublished\":\"2026-11-02T22:54:05+00:00\",\"dateModified\":\"2026-11-02T23:42:46+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en\"},\"wordCount\":608,\"image\":{\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/11\\\/ia-at-work-04-cover-en-violet-rotation-v2.png\",\"articleSection\":[\"IA at Work\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en\",\"url\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en\",\"name\":\"Why your AI gives a convincing answer from outdated information | IA at Work\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/11\\\/ia-at-work-04-cover-en-violet-rotation-v2.png\",\"datePublished\":\"2026-11-02T22:54:05+00:00\",\"dateModified\":\"2026-11-02T23:42:46+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/#\\\/schema\\\/person\\\/8ee0600139c147afbd1fa3ced079c557\"},\"description\":\"Connecting AI to your documents does not keep its answers current by itself. You need to distinguish the document date, when its rule applies and the last.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en#primaryimage\",\"url\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/11\\\/ia-at-work-04-cover-en-violet-rotation-v2.png\",\"contentUrl\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/wp-content\\\/uploads\\\/2026\\\/11\\\/ia-at-work-04-cover-en-violet-rotation-v2.png\",\"width\":842,\"height\":595,\"caption\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/ai-outdated-information-source-freshness\\\/?lang=en#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Why your AI gives a convincing answer from outdated information\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/#website\",\"url\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/\",\"name\":\"Say Digital I\\\/O\",\"description\":\"Un site utilisant WordPress\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/say-digital.io\\\/blog\\\/#\\\/schema\\\/person\\\/8ee0600139c147afbd1fa3ced079c557\",\"name\":\"Lia Amplify\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8817b2616d710fbc77dbbba6c455eebcdd7c8e299ff0dc15b9164e00ab16be69?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8817b2616d710fbc77dbbba6c455eebcdd7c8e299ff0dc15b9164e00ab16be69?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/8817b2616d710fbc77dbbba6c455eebcdd7c8e299ff0dc15b9164e00ab16be69?s=96&d=mm&r=g\",\"caption\":\"Lia Amplify\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Why your AI gives a convincing answer from outdated information | IA at Work","description":"Connecting AI to your documents does not keep its answers current by itself. You need to distinguish the document date, when its rule applies and the last.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/","og_locale":"fr_FR","og_type":"article","og_title":"Why your AI gives a convincing answer from outdated information | IA at Work","og_description":"Connecting AI to your documents does not keep its answers current by itself. You need to distinguish the document date, when its rule applies and the last.","og_url":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en","og_site_name":"Say Digital I\/O","article_published_time":"2026-11-02T22:54:05+00:00","article_modified_time":"2026-11-02T23:42:46+00:00","og_image":[{"width":842,"height":595,"url":"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-cover-en-violet-rotation-v2.png","type":"image\/png"}],"author":"Lia Amplify","twitter_card":"summary_large_image","twitter_image":"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-cover-en-violet-rotation-v2.png","twitter_misc":{"\u00c9crit par":"Lia Amplify","Dur\u00e9e de lecture estim\u00e9e":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en#article","isPartOf":{"@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en"},"author":{"name":"Lia Amplify","@id":"https:\/\/say-digital.io\/blog\/#\/schema\/person\/8ee0600139c147afbd1fa3ced079c557"},"headline":"Why your AI gives a convincing answer from outdated information","datePublished":"2026-11-02T22:54:05+00:00","dateModified":"2026-11-02T23:42:46+00:00","mainEntityOfPage":{"@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en"},"wordCount":608,"image":{"@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en#primaryimage"},"thumbnailUrl":"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-cover-en-violet-rotation-v2.png","articleSection":["IA at Work"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en","url":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en","name":"Why your AI gives a convincing answer from outdated information | IA at Work","isPartOf":{"@id":"https:\/\/say-digital.io\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en#primaryimage"},"image":{"@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en#primaryimage"},"thumbnailUrl":"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-cover-en-violet-rotation-v2.png","datePublished":"2026-11-02T22:54:05+00:00","dateModified":"2026-11-02T23:42:46+00:00","author":{"@id":"https:\/\/say-digital.io\/blog\/#\/schema\/person\/8ee0600139c147afbd1fa3ced079c557"},"description":"Connecting AI to your documents does not keep its answers current by itself. You need to distinguish the document date, when its rule applies and the last.","breadcrumb":{"@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en#primaryimage","url":"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-cover-en-violet-rotation-v2.png","contentUrl":"https:\/\/say-digital.io\/blog\/wp-content\/uploads\/2026\/11\/ia-at-work-04-cover-en-violet-rotation-v2.png","width":842,"height":595,"caption":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en"},{"@type":"BreadcrumbList","@id":"https:\/\/say-digital.io\/blog\/ai-outdated-information-source-freshness\/?lang=en#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/say-digital.io\/blog\/"},{"@type":"ListItem","position":2,"name":"Why your AI gives a convincing answer from outdated information"}]},{"@type":"WebSite","@id":"https:\/\/say-digital.io\/blog\/#website","url":"https:\/\/say-digital.io\/blog\/","name":"Say Digital I\/O","description":"Un site utilisant WordPress","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/say-digital.io\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Person","@id":"https:\/\/say-digital.io\/blog\/#\/schema\/person\/8ee0600139c147afbd1fa3ced079c557","name":"Lia Amplify","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/secure.gravatar.com\/avatar\/8817b2616d710fbc77dbbba6c455eebcdd7c8e299ff0dc15b9164e00ab16be69?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/8817b2616d710fbc77dbbba6c455eebcdd7c8e299ff0dc15b9164e00ab16be69?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/8817b2616d710fbc77dbbba6c455eebcdd7c8e299ff0dc15b9164e00ab16be69?s=96&d=mm&r=g","caption":"Lia Amplify"}}]}},"_links":{"self":[{"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=\/wp\/v2\/posts\/15312","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=15312"}],"version-history":[{"count":3,"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=\/wp\/v2\/posts\/15312\/revisions"}],"predecessor-version":[{"id":15401,"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=\/wp\/v2\/posts\/15312\/revisions\/15401"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=\/wp\/v2\/media\/15386"}],"wp:attachment":[{"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=15312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=15312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/say-digital.io\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=15312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}